Enhanced Flexibility Aggregation Using LinDistFlow Model with Loss Compensation
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866910927224307712 |
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| author | Jiang, Yanlin Dai, Xinliang Zahn, Frederik Hagenmeyer, Veit |
| author_facet | Jiang, Yanlin Dai, Xinliang Zahn, Frederik Hagenmeyer, Veit |
| contents | With the increasing integration of renewable energy resources and the growing need for data privacy between system operators, flexibility aggregation methods have emerged as a promising solution to coordinate integrated transmissiondistribution (ITD) systems with limited information exchange. However, existing methods face significant challenges due to the nonlinearity of AC power flow models, and therefore mostly rely on linearized models. This paper examines the inherent errors in the LinDistFlow model, a linearized approximation, and demonstrates their impact on flexibility aggregation. To address these issues, we propose an intuitive compensation approach to refine the LinDistFlow-based flexibility set. Simulation results demonstrate the effectiveness of the proposed method in efficiently coordinating ITD systems. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2505_01715 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Enhanced Flexibility Aggregation Using LinDistFlow Model with Loss Compensation Jiang, Yanlin Dai, Xinliang Zahn, Frederik Hagenmeyer, Veit Systems and Control With the increasing integration of renewable energy resources and the growing need for data privacy between system operators, flexibility aggregation methods have emerged as a promising solution to coordinate integrated transmissiondistribution (ITD) systems with limited information exchange. However, existing methods face significant challenges due to the nonlinearity of AC power flow models, and therefore mostly rely on linearized models. This paper examines the inherent errors in the LinDistFlow model, a linearized approximation, and demonstrates their impact on flexibility aggregation. To address these issues, we propose an intuitive compensation approach to refine the LinDistFlow-based flexibility set. Simulation results demonstrate the effectiveness of the proposed method in efficiently coordinating ITD systems. |
| title | Enhanced Flexibility Aggregation Using LinDistFlow Model with Loss Compensation |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2505.01715 |